Concepedia

Bayesian Mixed-effects Models

Bayesian Mixed-Effects Models is a statistical modeling framework that extends the class of mixed-effects models by incorporating Bayesian inference to estimate fixed and random effects, distinguishing itself through the use of prior distributions and posterior updating to account for uncertainty in model parameters.

319

Publications

36.3K

Citations

1.1K

Authors

605

Institutions

Publications per year

2017–2026

123

Variants

Bayesian Mixed Effects Models

Parents

Publications

319

<b>brms</b> : An <i>R</i> Package for Bayesian Multilevel Models Using <i>Stan</i>

Paul‐Christian Bürkner · Journal of Statistical Software · 2017 · 9.4K citations · Full text

, , +16

Bayes Estimates for the Linear Model

D. V. Lindley, A. F. M. Smith · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1972 · 2K citations

, , +14

bayestestR: Describing Effects and their Uncertainty, Existence and Significance within the Bayesian Framework

Dominique Makowski, Mattan S. Ben‐Shachar, Daniel Lüdecke · The Journal of Open Source Software · 2019 · 1.5K citations · Full text

, , +15

Modeling the Drop-Out Mechanism in Repeated-Measures Studies

Roderick J. A. Little · Journal of the American Statistical Association · 1995 · 1.4K citations

, , +14

Analyzing mixing systems using a new generation of Bayesian tracer mixing models

Brian C. Stock, Andrew L. Jackson, Eric J. Ward et al. · PeerJ · 2018 · 1.4K citations · Full text

, , +17

1–5 of 319

Authors

1.1K

  1. YH
    Yangxin Huang

    University of South Florida, United States

    10 publications · 280 citations

    10

    h-index

  2. TY
    Tal Yarkoni

    The University of Texas at Austin, United States

    6 publications · 296 citations

    6

    h-index

  3. EW
    Eric‐Jan Wagenmakers

    University of Amsterdam, Netherlands

    6 publications · 550 citations

    6

    h-index

  4. GD
    Getachew Dagne

    University of South Florida, United States

    6 publications · 187 citations

    6

    h-index

  5. JM
    Julia M. Haaf

    University of California, Irvine, United States

    5 publications · 210 citations

    5

    h-index

1–5 of 1.1K

Institutions

605

  1. University of Michigan

    Ann Arbor, United States

    11 h-index

    16 publications

    2.6K citations

  2. University of South Florida

    Tampa, United States

    11 h-index

    23 publications

    686 citations

  3. University of Wisconsin–Madison

    Madison, United States

    10 h-index

    21 publications

    1.1K citations

  4. University of Zurich

    Zurich, Switzerland

    10 h-index

    29 publications

    2K citations

  5. University of Missouri

    Columbia, United States

    8 h-index

    20 publications

    1.7K citations

  6. Johns Hopkins University

    Baltimore, United States

    8 h-index

    11 publications

    2.8K citations

  7. University College London

    London, United Kingdom

    8 h-index

    21 publications

    9.8K citations

  8. The University of Texas at Austin

    Austin, United States

    7 h-index

    13 publications

    484 citations

1–8 of 605

Venues

  1. Statistics in Medicine

    23 publications · 1K citations

    16

    h-index

  2. Journal of the American Statistical Association

    13 publications · 4.6K citations

    13

    h-index

  3. Computational Statistics & Data Analysis

    CSDA · 13 publications · 676 citations

    12

    h-index

  4. Biometrics

    9 publications · 632 citations

    9

    h-index

  5. Journal of Statistical Planning and Inference

    7 publications · 239 citations

    7

    h-index

1–5